IBLStreams: a system for instance-based classification and regression on data streams.
Ammar ShakerEyke HüllermeierPublished in: Evol. Syst. (2012)
Keyphrases
- data streams
- support vector
- classification accuracy
- classification scheme
- decision trees
- pattern recognition
- regression problems
- feature vectors
- image classification
- machine learning methods
- nearest neighbour
- decision rules
- regression model
- benchmark datasets
- training samples
- model selection
- feature extraction
- anytime classification
- knn
- multi variate
- classification and regression problems
- sliding window
- feature space
- regression analysis
- data distribution
- feature selection
- pattern classification
- k nearest neighbour
- support vector machine svm
- regression method
- linear regression
- classification method
- classification algorithm
- neural network
- text classification
- supervised learning
- artificial neural networks
- training set
- machine learning